Discover Awesome MCP Servers

MCP Tabular Data Analysis Server

Enables comprehensive analysis of CSV files and SQLite databases through tools for statistics, correlations, anomaly detection, pivot tables, time series analysis, visualization, and automated insights discovery.

milvus-sdk-code-helper

An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.

MCP Terminal Tool Server

An MCP server that enables users to execute arbitrary shell commands on their local machine and receive the output. It provides a terminal tool for running system commands through MCP-compatible clients using the Python SDK.

Power BI MCP Server

Enables AI assistants to interact with Power BI datasets through natural language, allowing users to query data, generate DAX, and get insights without leaving their AI assistant.

LangSearch MCP Server

An MCP server that provides web search and semantic reranking capabilities using the LangSearch API. It enables searching billions of web documents with AI-optimized results and reordering them based on semantic relevance scores.

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis with granular access control and encrypted authentication.

MetaMCP MCP Server

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ClickUp MCP Server

Enables interaction with ClickUp project management platform through the Model Context Protocol, providing tools for task management, team collaboration, and workspace operations with flexible authentication support.

MCP Boilerplate

A minimal, production-ready MCP server with a simple addition calculator tool that demonstrates integration with the Model Context Protocol.

Laminar MCP Server

Integrates Laminar workspaces with AI editors to manage workflows, steps, and configuration stores. It allows users to execute, monitor, and debug workflow executions through natural language commands.

🤖 Agenite

🤖 Construye agentes de IA potentes con TypeScript. Agenite facilita la creación, composición y control de agentes de IA con soporte de primera clase para herramientas, streaming y arquitecturas multi-agente. Cambia sin problemas entre proveedores como OpenAI, Anthropic, AWS Bedrock y Ollama.

Laravel 12 Docs MCP Server

A Model Context Protocol server that provides AI assistants and language models with access to Laravel 12 documentation, allowing them to list, read, and search through documentation files.

MCPDB - Database Access MCP Server

Provides Claude Desktop with secure access to multiple database connections, allowing users to query MySQL, PostgreSQL, SQLite, and SQL Server databases directly through natural language.

Zenrus MCP

Provides real-time currency exchange rates for USD and EUR against the Russian Ruble, along with Brent crude oil prices sourced from zenrus.ru. It includes tools for fetching live financial data and calculating oil purchasing power based on current market rates.

PostgreSQL MCP Server

Enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools to facilitate database exploration and management through the Model Context Protocol.

GitLab MCP Server

Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.

screenshot-mcp

A cross-platform MCP server that allows AI agents to capture screenshots of specific windows, displays, or regions for native application testing. It provides tools to list active windows and monitors, enabling precise visual verification and interaction during automated workflows.

Gitingest MCP Server

Enables analysis and querying of Git repository content (both public and private) through a unified tool that provides repository summaries, file structures, and full content optimized for LLM consumption.

GitHub Repository Analyzer

Permite a los Modelos de Lenguaje Extensos analizar repositorios de GitHub en tiempo real, proporcionando herramientas para recuperar información del repositorio, analizar incidencias, acceder a la documentación y visualizar la actividad.

Oscribble MCP Server

Enables Claude to interact with Oscribble task projects through natural language, allowing users to list, filter, complete, and add tasks while viewing detailed metadata including priorities, blockers, and notes.

Smart EHR MCP Server

Un servidor de Protocolo de Contexto de Modelo que conecta herramientas de IA con Historias Clínicas Electrónicas utilizando SMART on FHIR, permitiendo la búsqueda, consulta y análisis seguros de datos de pacientes desde HCE compatibles.

PubChem Chemical Safety MCP Server

Enables users to retrieve chemical safety information including compound properties, GHS safety classifications, and toxicity data from PubChem database using compound names or CIDs. Supports batch queries with caching for efficient chemical safety research and analysis.

MCP Hello World

A minimal reference implementation of an MCP server that responds with "Hello, World" via Streamable HTTP. Serves as a baseline for integration testing and MCP client development with production-ready features including health checks, metrics, and containerized deployment.

むらっけ MPC Server

Servidor MPC que reproduce de forma simplificada la habilidad Pokémon "Veleta" (Mura-kke).

mcp-server

Un servidor MCP construido sobre las capacidades de Nasdanika (IA).

poem_mcp

Un servidor MCP proporciona conocimiento sobre la antigua China.

KVM MCP Server

A JSON-RPC server that simplifies managing KVM virtual machines by providing a centralized interface for VM lifecycle, networking, storage, and display management tasks.

Smart MCP

A global framework for creating reusable command shortcuts and slash commands that work across any directory. It enables systematic code refactoring, debugging, and auditing through a hierarchical configuration system with global defaults and project-specific overrides.